ss21dq / iotproj2 Public
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Test data

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Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Accuracy Result
97 woman 100% woman
Show classification Show in data acquisition Show in feature explorer
93 woman 100% woman
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77 woman 100% woman
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61 woman 100% woman
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87 woman 100% woman
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76 woman 100% woman
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71 woman 100% woman
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6 woman 100% woman
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57 woman 100% woman
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65 woman 100% woman
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5 woman 100% woman
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55 woman 100% woman
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41 woman 100% woman
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36 woman 100% woman
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44 woman 100% woman
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30 woman 100% woman
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16 woman 100% woman
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26 woman 100% woman
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10 woman 100% woman
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24 woman 100% woman
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23 woman 100% woman
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92 man 100% man
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9 man 100% man
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84 man 100% man
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82 man 0% woman
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8 man 0% woman
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72 man 100% man
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67 man 100% man
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62 man 100% man
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58 man 100% man
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41 man 100% man
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46 man 100% man
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49 man 100% man
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38 man 0% uncertain
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27 man 100% man
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17 man 100% man
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21 man 100% man
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20 man 100% man
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100 man 100% man
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01178-436654491 butterfly 100% butterfly
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01176-436654489 butterfly 100% butterfly
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01170-436654483 butterfly 100% butterfly
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01159-436654472 butterfly 100% butterfly
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01158-436654471 butterfly 100% butterfly
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01162-436654475 butterfly 100% butterfly
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01151-436654464 butterfly 100% butterfly
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01146-436654459 butterfly 100% butterfly
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01143-436654456 butterfly 100% butterfly
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01140-436654453 butterfly 100% butterfly
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01126-436654439 butterfly 100% butterfly
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01125-436654438 butterfly 100% butterfly
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01123-436654436 butterfly 100% butterfly
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01117-436654430 butterfly 100% butterfly
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01113-436654426 butterfly 100% butterfly
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01111-436654424 butterfly 100% butterfly
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01108-436654421 butterfly 100% butterfly
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01094-436654407 butterfly 100% butterfly
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01098-436654411 butterfly 100% butterfly
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01086-436654399 butterfly 100% butterfly
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01081-436654394 butterfly 100% butterfly
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100_mountains-100367_1280 bird 100% bird
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096_european-robin-isolated-on-white-background bird 100% bird
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092_peafowl-2363750_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
093_beautiful-winter-scenery-with-european-finch-birds-perched-on-the-branch-within-a-heavy bird 100% bird
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076_duckling-3524213_640 bird 100% bird
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082_kingfisher-1850226_640 bird 100% bird
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078_red-kite-50498_640 bird 100% bird
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068_bald-eagle-521492_640 bird 100% bird
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057_beach-832346_640 bird 100% bird
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046_cardinal-1884283_640 bird 100% bird
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048_swan-2107052_640 bird 100% bird
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047_winter-843578_640 bird 100% bird
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037_bird-3732867_640 bird 100% bird
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034_white-tailed-eagle-2015098_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
040_kingfisher-881975_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
025_gull-1090835_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
020_beach-1852945_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
019_parrot-2756488_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
015_owl-1834152_640 bird 100% bird
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008_kingfisher-881594_640 bird 100% bird
Show classification Show in data acquisition Show in feature explorer
00742-1990933152 bee 100% bee
Show classification Show in data acquisition Show in feature explorer
00745-1990933155 bee 100% bee
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00739-1990933149 bee 100% bee
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00727-1990933137 bee 100% bee
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00723-1990933133 bee 100% bee
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00717-1990933127 bee 100% bee
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00714-1990933124 bee 100% bee
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00701-1990933111 bee 100% bee
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00695-1990933105 bee 100% bee
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00699-1990933109 bee 100% bee
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00676-1990933086 bee 100% bee
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00683-1990933093 bee 100% bee
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00677-1990933087 bee 100% bee
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00678-1990933088 bee 100% bee
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00652-1990933062 bee 100% bee
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00653-1990933063 bee 100% bee
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00651-1990933061 bee 100% bee
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00655-1990933065 bee 100% bee
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00659-1990933069 bee 100% bee
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
96.97%

Metrics for Transfer learning

Metric Value
Area under ROC Curve 1.00
Weighted average Precision 0.98
Weighted average Recall 0.98
Weighted average F1 score 0.98

Confusion matrix

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Feature explorer

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